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asremlPlus  

Augments 'ASReml-R' in Fitting Mixed Models and Packages Generally in Exploring Prediction Differences
View on CRAN: Click here


Download and install asremlPlus package within the R console
Install from CRAN:
install.packages("asremlPlus")

Install from Github:
library("remotes")
install_github("cran/asremlPlus")

Install by package version:
library("remotes")
install_version("asremlPlus", "4.4.40")



Attach the package and use:
library("asremlPlus")
Maintained by
Chris Brien
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-06-06
Latest Update: 2023-08-24
Description:
Assists in automating the selection of terms to include in mixed models when 'asreml' is used to fit the models. Procedures are available for choosing models that conform to the hierarchy or marginality principle, for fitting and choosing between two-dimensional spatial models using correlation, natural cubic smoothing spline and P-spline models. A history of the fitting of a sequence of models is kept in a data frame. Also used to compute functions and contrasts of, to investigate differences between and to plot predictions obtained using any model fitting function. The content falls into the following natural groupings: (i) Data, (ii) Model modification functions, (iii) Model selection and description functions, (iv) Model diagnostics and simulation functions, (v) Prediction production and presentation functions, (vi) Response transformation functions, (vii) Object manipulation functions, and (viii) Miscellaneous functions (for further details see 'asremlPlus-package' in help). The 'asreml' package provides a computationally efficient algorithm for fitting a wide range of linear mixed models using Residual Maximum Likelihood. It is a commercial package and a license for it can be purchased from 'VSNi' as 'asreml-R', who will supply a zip file for local installation/updating (see ). It is not needed for functions that are methods for 'alldiffs' and 'data.frame' objects. The package 'asremPlus' can also be installed from .
How to cite:
Chris Brien (2015). asremlPlus: Augments 'ASReml-R' in Fitting Mixed Models and Packages Generally in Exploring Prediction Differences. R package version 4.4.40, https://cran.r-project.org/web/packages/asremlPlus. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.10-16 (2015-06-06 07:56), 2.0-0 (2015-06-24 11:15), 2.0-2 (2015-10-29 14:13), 2.0-3 (2015-11-11 10:15), 2.0-9 (2016-05-15 09:46), 2.0-12 (2016-09-16 12:50), 4.1-10 (2019-01-09 09:30), 4.1-22 (2019-03-04 12:50), 4.1-26 (2019-05-13 10:50), 4.1-36 (2020-01-12 15:40), 4.2-18 (2020-03-16 17:50), 4.2-21 (2020-07-12 00:10), 4.2-26 (2020-11-11 14:50), 4.2-32 (2021-03-21 17:10), 4.3-19 (2021-09-03 01:00), 4.3-21 (2021-09-23 18:00), 4.3-31 (2021-12-06 11:40), 4.3.36 (2022-08-17 12:50), 4.3.40 (2022-11-16 13:11), 4.3.45 (2023-01-24 16:30), 4.3.49 (2023-03-03 18:40), 4.3.50 (2023-03-09 14:40), 4.3.55 (2023-06-13 10:20), 4.4.12 (2023-08-07 15:40), 4.4.13 (2023-08-24 09:30), 4.4.15 (2023-10-02 15:40), 4.4.21 (2023-11-05 10:50), 4.4.24 (2023-12-20 16:50), 4.4.27 (2024-02-05 14:10), 4.4.32 (2024-04-11 15:40), 4.4.35 (2024-06-19 16:10), 4.4.38 (2024-08-19 15:40)
Other packages that cited asremlPlus R package
View asremlPlus citation profile
Other R packages that asremlPlus depends, imports, suggests or enhances
Complete documentation for asremlPlus
Functions, R codes and Examples using the asremlPlus R package
Some associated functions: ChickpeaEnd . LSD.frame . Ladybird.dat . Oats.dat . R2adj.asreml . REMLRT.asreml . WaterRunoff.dat . Wheat.dat . addBacktransforms.alldiffs . addSpatialModel.asrtests . addSpatialModelOnIC.asrtests . addto.test.summary . allDifferences.data.frame . alldiffsject . angular.mod . angular . as.alldiffs . as.asrtests . as.predictions.frame . asremlPlus-deprecated . asremlPlus-package . asremlPlusTips . asrtestsject . bootREMLRT.asreml . changeModelOnIC.asrtests . changeTerms.asrtests . chooseModel.asrtests . chooseModel.data.frame . chooseModel . chooseSpatialModelOnIC.asrtests . convAsremlobj.asreml . convEffectNames2DataFrame.asreml . estimateV.asreml . exploreLSDs.alldiffs . facCombine.alldiffs . facRecast.alldiffs . facRename.alldiffs . getASRemlVersionLoaded . getFormulae.asreml . getTestEntry.asrtests . getTestPvalue.asrtests . infoCriteria.asreml . is.alldiffs . is.asrtests . is.predictions.frame . iterate.asrtests . linTransform.alldiffs . loadASRemlVersion . makeTPPSplineMats.data.frame . makeTPSPlineXZMats.data.frame . newfit.asreml . num.recode . pairdiffsTransform.alldiffs . permute.square . permute.to.zero.lowertri . pickLSDstatistics.alldiffs . plotLSDerrors.alldiffs . plotLSDerrors.data.frame . plotLSDs.alldiffs . plotLSDs.data.frame . plotPredictions.data.frame . plotPvalues.alldiffs . plotPvalues.data.frame . plotVariofaces.data.frame . powerTransform . predictPlus.asreml . predictPresent.asreml . predictions.frame . print.LSDdata . print.alldiffs . print.asrtests . print.predictions.frame . print.test.summary . print.wald.tab . printFormulae.asreml . ratioTransform.alldiffs . recalcLSD.alldiffs . recalcWaldTab.asrtests . redoErrorIntervals.alldiffs . renewClassify.alldiffs . reparamSigDevn.asrtests . rmboundary.asrtests . setvarianceterms.call . simulate.asreml . sort.alldiffs . sort.predictions.frame . subset.alldiffs . subset.list . testranfix.asrtests . testresidual.asrtests . testswapran.asrtests . validAlldiffs . validAsrtests . validPredictionsFrame . variofaces.asreml . 
Some associated R codes: LSDutilities.R . bbasis.R . estimateV.v3.R . needasreml4.R . psplineUtilities.v2.R .  Full asremlPlus package functions and examples
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